Whole-genome sequencing of cell-free DNA reveals DNA of tumor origin in plasma from patients with colorectal adenomas

被引:0
|
作者
Frydendahl, Amanda [1 ,2 ]
Widman, Adam J. [3 ,4 ]
Ogaard, Nadia [1 ,2 ]
Arora, Anushri [4 ]
Halmos, Daniel [4 ,5 ]
Nors, Jesper [1 ,2 ]
Ahrenfeldt, Johanne [1 ,2 ]
Henriksen, Tenna V. [1 ,2 ]
Demuth, Christina [1 ,2 ]
Raaby, Line [1 ,2 ,6 ]
Rasmussen, Mads H. [1 ,2 ]
Therkildsen, Christina [7 ]
Landau, Dan A. [4 ,5 ]
Andersen, Claus L. [1 ,2 ]
机构
[1] Aarhus Univ Hosp, Dept Mol Med, Palle Juul Jensens Blvd 99, DK-8200 Aarhus N, Denmark
[2] Aarhus Univ, Dept Clin Med, Aarhus, Denmark
[3] Mem Sloan Kettering Canc Ctr, New York, NY USA
[4] New York Genome Ctr, New York, NY USA
[5] Weill Cornell Med, New York, NY USA
[6] Aarhus Univ Hosp, Dept Pathol, Aarhus, Denmark
[7] Copenhagen Univ Hosp, Amager Hvidovre Hosp, Gastro Unit, Hvidovre, Denmark
关键词
adenomas; circulating tumor DNA; colorectal cancer; early detection; whole-genome sequencing;
D O I
10.1002/1878-0261.13803
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The presence of circulating tumor DNA (ctDNA) in patients with colorectal adenomas remains uncertain. Studies using tumor-agnostic approaches report ctDNA in 10-15% of patients, though with uncertainty as to whether the signal originates from the adenoma. To obtain an accurate estimate of the proportion of patients with ctDNA, a sensitive tumor-informed strategy is preferred, as it ensures the detected signal originates from the adenoma. Here, tumor-informed whole-genome sequencing-based ctDNA analysis (MRD-EDGESNV) was applied to two independent cohorts. Cohort 1, comprising 93 patients with stage III colorectal cancer (CRC) and 40 healthy individuals, was used to establish the signal threshold at 95% specificity. This threshold was then applied to Cohort 2, consisting of 22 patients with symptomatic and 20 with asymptomatic adenomas. In stage III, MRD-EDGESNV had an area under the curve of 0.98. ctDNA was detected in 50% and 25% of patients with symptomatic and asymptomatic adenomas, respectively. The median adenoma plasma tumor fraction was 5.9 x 10-5. These finding not only demonstrate the feasibility of ctDNA detection in patients with colorectal adenomas, but also provides an estimate of the necessary sensitivity required to detect these lesions, paving the way for future ctDNA-based screening strategies.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Pan-cancer detection and tissue-of-origin identification by whole-genome sequencing of plasma cell-free DNA.
    Guo, Wei
    Wang, Wei
    Zhou, Yanqing
    An, Heng
    Lv, Yanhua
    Yang, Zuoquan
    Lu, Chao
    Zhang, Xiaoni
    Xu, Mingyan
    Chen, Shifu
    JOURNAL OF CLINICAL ONCOLOGY, 2023, 41 (16)
  • [2] Machine learning enables detection of early-stage colorectal cancer by whole-genome sequencing of plasma cell-free DNA
    Wan, Nathan
    Weinberg, David
    Liu, Tzu-Yu
    Niehaus, Katherine
    Ariazi, Eric A.
    Delubac, Daniel
    Kannan, Ajay
    White, Brandon
    Bailey, Mitch
    Bertin, Marvin
    Boley, Nathan
    Bowen, Derek
    Cregg, James
    Drake, Adam M.
    Ennis, Riley
    Fransen, Signe
    Gafni, Erik
    Hansen, Loren
    Liu, Yaping
    Otte, Gabriel L.
    Pecson, Jennifer
    Rice, Brandon
    Sanderson, Gabriel E.
    Sharma, Aarushi
    St John, John
    Tang, Catherina
    Tzou, Abraham
    Young, Leilani
    Putcha, Girish
    Haque, Imran S.
    BMC CANCER, 2019, 19 (01)
  • [3] Machine learning enables detection of early-stage colorectal cancer by whole-genome sequencing of plasma cell-free DNA
    Nathan Wan
    David Weinberg
    Tzu-Yu Liu
    Katherine Niehaus
    Eric A. Ariazi
    Daniel Delubac
    Ajay Kannan
    Brandon White
    Mitch Bailey
    Marvin Bertin
    Nathan Boley
    Derek Bowen
    James Cregg
    Adam M. Drake
    Riley Ennis
    Signe Fransen
    Erik Gafni
    Loren Hansen
    Yaping Liu
    Gabriel L. Otte
    Jennifer Pecson
    Brandon Rice
    Gabriel E. Sanderson
    Aarushi Sharma
    John St. John
    Catherina Tang
    Abraham Tzou
    Leilani Young
    Girish Putcha
    Imran S. Haque
    BMC Cancer, 19
  • [4] MACHINE LEARNING ENABLES DETECTION OF EARLY-STAGE COLORECTAL CANCER BY WHOLE-GENOME SEQUENCING OF PLASMA CELL-FREE DNA
    Wan, Nathan
    Weinberg, David
    Liu, Tzu-yu
    Niehaus, Katherine
    Delubac, Daniel
    Kannan, Ajay
    White, Brandon
    Ariazi, Eric A.
    Bailey, Mitch
    Bertin, Marvin
    Boley, Nathan
    Bowen, Derek
    Cregg, James
    Drake, Adam
    Ennis, Riley
    Fransen, Signe
    Gafni, Erik
    Hansen, Loren
    Liu, Yaping
    Otte, Gabriel L.
    Pecson, Jennifer
    Rice, Brandon
    Sanderson, Gabriel E.
    Sharma, Aarushi
    St John, John
    Tang, Catherina
    Tzou, Abe
    Young, Leilani
    Haque, Imran S.
    Putcha, Girish
    GASTROENTEROLOGY, 2019, 156 (06) : S600 - S601
  • [5] CRAG: de novo characterization of cell-free DNA fragmentation hotspots in plasma whole-genome sequencing
    Xionghui Zhou
    Haizi Zheng
    Hailu Fu
    Kelsey L. Dillehay McKillip
    Susan M. Pinney
    Yaping Liu
    Genome Medicine, 14
  • [6] CRAG: de novo characterization of cell-free DNA fragmentation hotspots in plasma whole-genome sequencing
    Zhou, Xionghui
    Zheng, Haizi
    Fu, Hailu
    Dillehay McKillip, Kelsey L.
    Pinney, Susan M.
    Liu, Yaping
    GENOME MEDICINE, 2022, 14 (01)
  • [7] Deep Sequencing reveals the Origin of Cell-Free DNA
    Gassa, Asmae
    Alakus, Hakan
    Bruns, Christiane
    ONKOLOGE, 2020, 26 (09): : 867 - 868
  • [8] Reliable tumor detection by whole-genome methylation sequencing of cell-free DNA in cerebrospinal fluid of pediatric medulloblastoma
    Li, Jia
    Zhao, Sibo
    Lee, Minjung
    Yin, Yue
    Li, Jin
    Zhou, Yubin
    Ballester, Leomar Y.
    Esquenazi, Yoshua
    Dashwood, Roderick H.
    Davies, Peter J. A.
    Parsons, D. Williams
    Li, Xiao-Nan
    Huang, Yun
    Sun, Deqiang
    SCIENCE ADVANCES, 2020, 6 (42)
  • [9] Assay Validation of Cell-Free DNA Shallow Whole-Genome Sequencing to Determine Tumor Fraction in Advanced Cancers
    Rickles-Young, Micah
    Tinoco, Gabriel
    Tsuji, Junko
    Pollock, Sam
    Haynam, Marcy
    Lefebvre, Heather
    Glover, Kristyn
    Owen, Dwight H.
    Collier, Katharine A.
    Ha, Gavin
    Adalsteinsson, Viktor A.
    Cibulskis, Carrie
    Lennon, Niall J.
    Stover, Daniel G.
    JOURNAL OF MOLECULAR DIAGNOSTICS, 2024, 26 (05): : 413 - 422
  • [10] Whole-genome sequencing of cell-free DNA yields genome-wide read distribution patterns to track tissue of origin in cancer patients
    Liang, Han
    Li, Fuqiang
    Qiao, Sitan
    Zhou, Xinlan
    Xie, Guoyun
    Zhao, Xin
    Zhang, Yongwei
    Wu, Kui
    CLINICAL AND TRANSLATIONAL MEDICINE, 2020, 10 (06):